“…However, in the real world, news emerges from multiple sources, such as social platforms, messaging apps, and traditional online news outlets, etc. [3,9,13,14,20]. News, in particular, fake news, from different sources is characterized by diverse dimensions, such as news content, topics, publishing methods, and the utilization of sophisticated linguistic styles intended to mimic real news [1,19,21,31,37].…”